Triple

T7718803
Position Surface form Disambiguated ID Type / Status
Subject Japanese carrier Shokaku E174954 entity
Predicate shipClass P3141 FINISHED
Object Shōkaku-class aircraft carrier
The Shōkaku-class aircraft carrier was a pair of large, fast, and heavily armed Japanese fleet carriers of World War II that formed the core of the Imperial Japanese Navy’s carrier striking force in several major Pacific battles.
E684529 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Shōkaku-class aircraft carrier | Statement: [Japanese carrier Shokaku, shipClass, Shōkaku-class aircraft carrier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shōkaku-class aircraft carrier
Context triple: [Japanese carrier Shokaku, shipClass, Shōkaku-class aircraft carrier]
  • A. Kaga-class aircraft carrier
    The Kaga-class aircraft carrier was a planned class of Japanese aircraft carriers derived from the Izumo-class helicopter destroyers, intended to operate fixed-wing STOVL jets like the F-35B.
  • B. Hiyō-class aircraft carrier
    The Hiyō-class aircraft carrier was a pair of Japanese World War II fleet carriers converted from passenger liners, known for their service in the Imperial Japanese Navy’s carrier operations in the Pacific.
  • C. Hōshō-class aircraft carrier
    The Hōshō-class aircraft carrier was an Imperial Japanese Navy warship class that included Hōshō, one of the world’s earliest purpose-built aircraft carriers and a pioneer in naval aviation.
  • D. Sōryū-class aircraft carrier
    The Sōryū-class aircraft carrier was a class of fast, medium-sized Imperial Japanese Navy fleet carriers built in the late 1930s and used extensively during the early years of World War II in the Pacific.
  • E. Zuihō-class aircraft carrier
    The Zuihō-class aircraft carrier was a small, fast Japanese light carrier class of World War II, converted from submarine tenders to provide air support for the Imperial Japanese Navy.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Shōkaku-class aircraft carrier
Triple: [Japanese carrier Shokaku, shipClass, Shōkaku-class aircraft carrier]
Generated description
The Shōkaku-class aircraft carrier was a pair of large, fast, and heavily armed Japanese fleet carriers of World War II that formed the core of the Imperial Japanese Navy’s carrier striking force in several major Pacific battles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shōkaku-class aircraft carrier
Target entity description: The Shōkaku-class aircraft carrier was a pair of large, fast, and heavily armed Japanese fleet carriers of World War II that formed the core of the Imperial Japanese Navy’s carrier striking force in several major Pacific battles.
  • A. Kaga-class aircraft carrier
    The Kaga-class aircraft carrier was a planned class of Japanese aircraft carriers derived from the Izumo-class helicopter destroyers, intended to operate fixed-wing STOVL jets like the F-35B.
  • B. Hiyō-class aircraft carrier
    The Hiyō-class aircraft carrier was a pair of Japanese World War II fleet carriers converted from passenger liners, known for their service in the Imperial Japanese Navy’s carrier operations in the Pacific.
  • C. Hōshō-class aircraft carrier
    The Hōshō-class aircraft carrier was an Imperial Japanese Navy warship class that included Hōshō, one of the world’s earliest purpose-built aircraft carriers and a pioneer in naval aviation.
  • D. Sōryū-class aircraft carrier
    The Sōryū-class aircraft carrier was a class of fast, medium-sized Imperial Japanese Navy fleet carriers built in the late 1930s and used extensively during the early years of World War II in the Pacific.
  • E. Zuihō-class aircraft carrier
    The Zuihō-class aircraft carrier was a small, fast Japanese light carrier class of World War II, converted from submarine tenders to provide air support for the Imperial Japanese Navy.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c6995c463c8190a14458036249d419 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702ebb7448190ae8d47fe0cbb0907 completed March 27, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8b513f7d481908d2ce64d9685289c completed March 29, 2026, 5:13 a.m.
NEDg Description generation batch_69c8b6f7148081908f699bd5600b6c57 completed March 29, 2026, 5:21 a.m.
NED2 Entity disambiguation (via description) batch_69c8b7590ac08190ae43036828235ca7 completed March 29, 2026, 5:23 a.m.
Created at: March 27, 2026, 4:05 p.m.